2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)最新文献_第6页

Impact of NEMS Technology over the growth of IoT -A Analysis study NEMS技术对物联网增长的影响分析研究

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297582

Kanagaraj Venusamy, M. Tamilselvi

{"title":"Impact of NEMS Technology over the growth of IoT -A Analysis study","authors":"Kanagaraj Venusamy, M. Tamilselvi","doi":"10.1109/ICECA49313.2020.9297582","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297582","url":null,"abstract":"The semiconductor enterprise will continue to be a critical motive force inside the international prevalent financial system as society turns into an increasing number of relaxation on cell gadgets, the Internet of Things (IoT) emerges, enormous quantities of statistics produced need to be stored and analyzed, and excessive overall performance computing develops to care vital interests in Science, Medicine, Engineering, Technology and Industry. The miniaturized Nano gadgets are the most important element inside the modernized automation which can be speaking with themselves to present answers in a better manner for the technical issues. Thissort of introduced characteristic makes it to create novelty over various fields using downscaling their dimensions near or underneath 1 $mu$ m. The software segmentation for the NEMS marketplace is broadly divided into three groups; Design, Measurement system and solid-state electronics. Each of the packages is divided into level two packages such as microscopy, automotive, clinical, sensors, and memories. Our analysis mainly focuses on the overall performance and functionalities of the NEMS era utilized in the Internet of Things.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116108247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Hybrid IG and GA based Feature Selection Approach for Text Categorization 基于混合IG和GA的文本分类特征选择方法

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297468

Manda Thejaswee, P. Srilakshmi, G. Karuna, K. Anuradha

{"title":"Hybrid IG and GA based Feature Selection Approach for Text Categorization","authors":"Manda Thejaswee, P. Srilakshmi, G. Karuna, K. Anuradha","doi":"10.1109/ICECA49313.2020.9297468","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297468","url":null,"abstract":"Feature selection is considered as the most important research area due to its accuracy and time considerations in the field of text classification. If the initial feature set is large, it becomes very important to select the necessary features. Text classification remains as one of the examples that one can see when hundreds or even thousands of records can be included in the size of the feature set. Many research studies are carried out on feature selection by proposing different feature selection approaches for text classification. Although several numbers of studies are done on feature selection, but there is no substantial work to prove the combination of features. The aim of the analysis is to evaluate the redundancy of textual properties selected using a different method such as data set features, algorithms, metrics, a hybrid feature selection method. The test results show that the combination of characteristics chosen by different methods is precise over those selected by each selection process. In any case, the proposed selection of hybrid features depends on the data set characteristics, classification algorithm selection and assessment metrics.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115471033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Improved Trust Model based on Centrality Measures and Recommendation in Social Network 基于社交网络中心性度量和推荐的改进信任模型

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297562

Aseel Hussein Zahi, Dr. Saad Talib Hasson

{"title":"Improved Trust Model based on Centrality Measures and Recommendation in Social Network","authors":"Aseel Hussein Zahi, Dr. Saad Talib Hasson","doi":"10.1109/ICECA49313.2020.9297562","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297562","url":null,"abstract":"In this article, a model is developed to improve trust value in the relations that represents social networks by utilizing centrality measures interred with all participants in network-based and recommendations, both on connection or trust. Various central metrics were discussed and implemented to intend to trust. Algorithms are provided to facilitate their calculations. The referral neighbor that has a guaranteed trust boundary is chosen. Trust Value based on Interaction and Recommendations using Centrality Metric (TVIRCM) method is proposed and implemented in this study to improve trust value in the social network when the link between any two nodes represent the unique indication about trust whereas, there are no other standards for maintaining trust. Trust based on interaction refers to trust calculations based on real links observations and exploits the centrality metric. Trust based on recommendation refers to trust calculation based on trust participants of a remote neighbor about other participants.The developed approach is utilized in a trust observation phase as a trust-based interaction (i.e. assigned high and low centrality metrics), then the next phase is based on the proposed recommendation (i.e. the remote neighbor may have certain trust value) and the last phase is the trust calculation phase which based on combining direct and indirect trust.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124939796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Design and Implementation of Multiple PWM Channels using Universal Asynchronous Receiver Transmitter 多PWM通道通用异步收发器的设计与实现

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297566

Shikhar

{"title":"Design and Implementation of Multiple PWM Channels using Universal Asynchronous Receiver Transmitter","authors":"Shikhar","doi":"10.1109/ICECA49313.2020.9297566","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297566","url":null,"abstract":"Universal Asynchronous Receiver Transmitter (UART) is a communication protocol used for sending and receiving the serial data. It offers short distance communication and it is reliable as well. This paper presents the application of UART module for creating Multiple Pulse Width Modulation (PWM) channels having different duty cycles using serial terminal on Field Programmable Gate Arrays (FPGA). The user can control the duty cycle of the PWM signals through serial terminal. UART module designed for this application features technique for baud rate detection. The design has been synthesized using Verilog Hardware Description Language (HDL) on Lattice Mach XO2 FPGA over a Tiny FPGA A2 module using Lattice Diamond Design software. A Printed Circuit Board (PCB) has been designed to observe the effects of PWM signals with different duty cycles over multiple Light Emitting Diodes (LEDs). The design is verified through simulations and logic analyzer tool. Effects of PWM signals is also observed through the intensity of Multiple LEDs. Maximum frequency that can be obtained on Lattice Mach XO2 FPGA is 133 MHz. The design uses 12.08 MHz frequency for the system clock.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123546416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

AI-Based Techniques for Real-Time Face Recognition-based Attendance System- A comparative Study 基于人工智能的实时人脸识别考勤系统的比较研究

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297643

P. Pattnaik, Kalyan Kumar Mohanty

引用次数: 8

Performance Analysis of Fuzzy based Restoration Technique for Ink Bleed-through Degraded Documents 基于模糊的墨水渗滤退化文档恢复技术性能分析

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297394

T. Alexander, S.Suresh Kumar, B. Sowmya

{"title":"Performance Analysis of Fuzzy based Restoration Technique for Ink Bleed-through Degraded Documents","authors":"T. Alexander, S.Suresh Kumar, B. Sowmya","doi":"10.1109/ICECA49313.2020.9297394","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297394","url":null,"abstract":"Historical manuscripts are written several hundreds of years ago and are available in the various forms like palm leaves, parchments, wood, stone inscriptions etc. These manuscripts are now undergoing quality degradation due to the factors like physical, weather conditions etc. Digitization is the only way to preserve these manuscripts. Perhaps, in the process of digitalization due to the background colour as well as the other noisy disturbances, the digital image suffers from degradation. Many research works have already been done on the palm leaf manuscripts earlier till now. Here, the proposed research work aims at the restoration of degraded papers in various manuscripts types. In the medieval manuscripts typically written on historical paper, most of them are composed by both sides, as the front and back. Though many specific problems were arising due to the above, bleed-through of the ink from the backside to the front end of the historic document is the one considered for this proposed research. This bleed-through typically performs the possible reading or deciphering the valuable information on those specific pages with considerable difficulty. In existing systems, Independent Component Analysis, Image Enhancement techniques and thresholding methods have been used and typically the results obtained are poor. Hence, the proposed work aims at developing the Ink bleed-through removal from degraded documents employing the fuzzy based technique. The input parameters are preprocessed and then applied to the Fuzzy inference system. At this juncture, the parameters are fuzzified and given to the inference engine with the rule base. The fuzzy output is then defuzzified to obtain the desired output.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122921980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Safe Prediction of Diabetes Mellitus Using Weighted Conglomeration of Mining Schemes 利用采矿方案加权集合安全预测糖尿病

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297390

Shiva Shankar Reddy, Nilambar Sethi, R. Rajender

{"title":"Safe Prediction of Diabetes Mellitus Using Weighted Conglomeration of Mining Schemes","authors":"Shiva Shankar Reddy, Nilambar Sethi, R. Rajender","doi":"10.1109/ICECA49313.2020.9297390","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297390","url":null,"abstract":"Diabetes mellitus (DM) is a chronic disease, from which most people are suffering in the present day. In this work, an attempt has been made to propose an ensemble of numerous techniques for the diagnosis and analysis of diabetic Mellitus data. The prime focus has been given to a safe prediction. One of the reasons for focusing on this ailment is due to its increasing rate of co-existence and occurrence over the world. This ailment is causing approximately one and a half million casualties every year. This work is meant to mitigate the challenge of early prediction of DM. For this, four different data mining techniques have been utilized namely lazy K-star, multi-layer perceptron (MLP), logistic regression and random forest. Using these four techniques a conglomerate algorithm was proposed which gives the final predicted label. If a patient test data is assigned a positive DM label by more than three classifiers then only it is assigned with the final label as positive DM, otherwise, it is treated as a negative. Satisfactory results in terms of the overall rate of accuracy have been obtained through this ensemble approach. Here, accuracy refers to the correct classification and prediction of DM through the proposed scheme. The proposed algorithm obtained an overall accuracy of 98.25%.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123875076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Control of Standalone DFIG based Wind Turbine Generator using Machine Learning Algorithm 单机DFIG风力发电机的机器学习控制

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297603

R. Mahalakshmi, K. Reddy, M. Gautam

引用次数: 2

A Comparative Study of Activation Functions and Training Algorithm of NAR Neural Network for Crop Prediction 作物预测中NAR神经网络激活函数与训练算法的比较研究

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297469

V. Kaleeswaran, S. Dhamodharavadhani, R. Rathipriya

引用次数: 5

Artificial Bee Colony assisted Spectrum Sharing Scheme for NOMA based Cognitive Radio Networks 基于NOMA认知无线网络的人工蜂群辅助频谱共享方案

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pub Date : 2020-11-05 DOI: 10.1109/ICECA49313.2020.9297496

K. Sultan

{"title":"Artificial Bee Colony assisted Spectrum Sharing Scheme for NOMA based Cognitive Radio Networks","authors":"K. Sultan","doi":"10.1109/ICECA49313.2020.9297496","DOIUrl":"https://doi.org/10.1109/ICECA49313.2020.9297496","url":null,"abstract":"In this paper, a cooperative spectrum sharing scheme is proposed for NOMA based cognitive radio networks comprising of primary and secondary networks. The primary network consists of a primary transmitter PT communicating with a primary receiver PU, whereas the secondary network consists of a NOMA based secondary transmitter ST communicating with L secondary users SUs. The primary terminals are separated far apart therefore ST provides assistance as a relay in order to enable their end-to-end communication. Each terminal is equipped with a single antenna therefore end-to-end communication is accomplished in two time-slots. In first timeslot, PT transmits its signal to ST and at the same time one best SU retransmits the primary signal of the last frame to PU. In second time-slot, ST transmits the superimposed signals of primary and secondary networks. In this scenario, sum rate of SUs is maximized while ensuring to guarantee the QoS of PU. Artificial Bee Colony (ABC) global optimization algorithm is employed to solve this transmit power allocation problem which quickly converged to the best solution.","PeriodicalId":297285,"journal":{"name":"2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)","volume":"127 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128024353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0